Not only does the third edition continue the tradition of equipping readers with an understanding and application of the theory and practice of discovering patterns hidden in large data sets, it also focuses on new, important topics in the field, including data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and other complex data.